INFERENCIA Y DESCUBRIMIENTO CASUAL EN PYTHON

MOLAK, ALEKSANDER

ISBN 10: 8441549206 ISBN 13: 9788441549203

Verlag: ANAYA, 2024

Sprache: Spanisch

Zustand: Neu Softcover

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Bibliografische Details

Titel

INFERENCIA Y DESCUBRIMIENTO CASUAL EN PYTHON

Verlag

ANAYA

Erscheinungsjahr

2024

Sprache

Spanisch

ISBN-10

8441549206

ISBN-13

9788441549203

Einband

Soft cover

Zustand

New

Zustand des Schutzumschlags

New

Verk�uferkataloge

Books in Spanish

�ber diesen Titel

Inhaltsangabe

En comparaci�n con el aprendizaje autom�tico tradicional y las estad�sticas, los m�todos causales presentan desaf�os �nicos. Aprender causalidad puede ser dif�cil, pero ofrece distintas ventajas que escapan a una mentalidad puramente estad�stica. Este libro ayuda a liberar todo el potencial de la causalidad.

El libro comienza con las motivaciones b�sicas del pensamiento causal y una completa introducci�n a conceptos causales pearlianos, como los modelos causales estructurales, las intervenciones, los contrafactuales, etc. Cada concepto va acompa�ado de una explicaci�n te�rica y una serie de ejercicios pr�cticos con c�digo Python. A continuaci�n, entra de lleno en el mundo de la estimaci�n del efecto causal, y avanza hacia los m�todos de aprendizaje autom�tico modernos.

Paso a paso, descubrir�s el ecosistema causal de Python y aprovechar�s la potencia de los algoritmos m�s avanzados. Adem�s, explorar�s la mec�nica de las huellas que dejan las causas y descubrir�s las cuatro familias principales de m�todos de descubrimiento causal. El cap�tulo final ofrece una amplia visi�n general del futuro de la IA causal, con un examen de retos y oportunidades y una exhaustiva lista de recursos para seguir aprendiendo cada vez m�s.

Entre otras cosas, este libro permite:

* Dominar los conceptos fundamentales de la inferencia causal.

* Liberar el potencial del proceso de inferencia causal en cuatro pasos de Python.

* Explorar avanzadas t�cnicas de modelado uplift o de elevaci�n.

* Descubrir los secretos del descubrimiento causal moderno con Python.

* Utilizar la inferencia causal para producir impacto social y beneficios para la comunidad.

��ber diesen Titel� kann sich auf eine andere Ausgabe dieses Titels beziehen.

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Gabo Books offers a wide variety of books in Spanish language, a catalogue that includes nearly 10,000 titles in all branches of knowledge. Our readers will find a large and bright collection of children, academic and specialized books of publishers of Latin American countries such Mexico, Colombia, Argentina, Chile, among others. We offer a carefully selected, diverse and broad bibliographic offer so that readers of all levels, intellectuals and other people organizations and institutions interested in improving their cultural level, can find what satisfies their searches. A service that is provided by qualified personnel, constantly updating and training, in a pleasant environment, with great comfort and tranquility for our readers.

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